The primary purpose of this study is to determine whether a protease inhibitor-based antiretroviral regimen is more efficacious than a non-nucleoside reverse transcriptase inhibitor-based antiretroviral regimen in promoting the regression of KS tumor burden in persons with AIDS-related KS in Africa.